diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 7de5d54..73177b4 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ['2.7', '3.5', '3.6', '3.7', '3.8', '3.9', '3.10']
+        python-version: ['3.7', '3.8', '3.9', '3.10']
 
     steps:
     - uses: actions/checkout@v2
@@ -26,20 +26,19 @@ jobs:
       run: |
         python -m pip install --upgrade pip
         python -m pip install --upgrade build wheel setuptools setuptools_scm
-        if python --version 2>&1 | grep -q "Python 2"; then pip install mock rsa==4.0 libusb1==1.9.3; fi
         python -m pip install flake8 pylint coveralls cryptography libusb1>=1.0.16 pycryptodome
-        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
         python -m build -nwsx .;
         pip install ./dist/*.whl;
-        if python --version 2>&1 | grep -q "Python 3.7" || python --version 2>&1 | grep -q "Python 3.8" || python --version 2>&1 | grep -q "Python 3.9" || python --version 2>&1 | grep -q "Python 3.10"; then pip install aiofiles; fi
+        pip install aiofiles
     - name: Lint with pylint and flake8
       run: |
-        if python --version 2>&1 | grep -q "Python 2" || python --version 2>&1 | grep -q "Python 3.5" || python --version 2>&1 | grep -q "Python 3.6"; then flake8 adb_shell/ --exclude="adb_shell/adb_device_async.py,adb_shell/transport/base_transport_async.py,adb_shell/transport/tcp_transport_async.py" && pylint --ignore="adb_device_async.py,base_transport_async.py,tcp_transport_async.py" adb_shell/; fi
-        if python --version 2>&1 | grep -q "Python 3.7" || python --version 2>&1 | grep -q "Python 3.8" || python --version 2>&1 | grep -q "Python 3.9" || python --version 2>&1 | grep -q "Python 3.10"; then flake8 adb_shell/ && pylint adb_shell/; fi
+        flake8 adb_shell
+        pylint adb_shell
     - name: Test with unittest
       env:
         GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         COVERALLS_SERVICE_NAME: github
       run: |
-        if python --version 2>&1 | grep -q "Python 2" || python --version 2>&1 | grep -q "Python 3.5" || python --version 2>&1 | grep -q "Python 3.6" ; then for synctest in $(cd tests && ls test*.py | grep -v async); do python -m unittest discover -s tests/ -t . -p "$synctest" || exit 1; done; fi
-        if python --version 2>&1 | grep -q "Python 3.7" || python --version 2>&1 | grep -q "Python 3.8" || python --version 2>&1 | grep -q "Python 3.9" || python --version 2>&1 | grep -q "Python 3.10"; then coverage run --source adb_shell -m unittest discover -s tests/ -t . && coverage report -m && coveralls; fi
+        coverage run --source adb_shell -m unittest discover -s tests/ -t .
+        coverage report -m
+        coveralls
diff --git a/pyproject.toml b/pyproject.toml
index a129fcb..bbdce58 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,6 +2,38 @@
 requires = ["setuptools>=61.2.0", "wheel", "setuptools_scm[toml]>=3.4.3"]
 build-backend = "setuptools.build_meta"
 
+[project]
+name = "adb_shell"
+authors = [{name = "Jeff Irion", email = "jefflirion@users.noreply.github.com"}]
+description = "A Python implementation of ADB with shell and FileSync functionality."
+license = {text = "Apache-2.0"}
+keywords = ["adb", "android"]
+readme = "README.rst"
+classifiers = [
+    "Operating System :: OS Independent",
+    "License :: OSI Approved :: Apache Software License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 2",
+]
+urls = {Homepage = "https://github.com/JeffLIrion/adb_shell"}
+dependencies = ["cryptography", "pyasn1", "rsa"]
+dynamic = ["version"]
+
+[project.optional-dependencies]
+usb = ["libusb1>=1.0.16"]
+async = ["aiofiles>=0.4.0"]
+testing = ["pycryptodome", "libusb1>=1.0.16"]
+
+[tool.setuptools]
+packages = [
+    "adb_shell",
+    "adb_shell.auth",
+    "adb_shell.transport",
+]
+
 [tool.setuptools_scm]
 write_to = "adb_shell/version.py"
 write_to_template = "'''Generated by setuptools_scm'''\n__version__ = '{version}'\n"
+
+[tool.distutils.bdist_wheel]
+universal = 1
diff --git a/scripts/get_package_name.py b/scripts/get_package_name.py
index 4a8b649..f4161c7 100755
--- a/scripts/get_package_name.py
+++ b/scripts/get_package_name.py
@@ -19,14 +19,23 @@
 """
 
 
+def extractFromPEP621(pyproject) -> None:
+    project = pyproject.get("project", None)
+    if isinstance(project, dict):
+        return project.get("name", None)
+
+    return None
+
+
 def getPackageName(rootDir: Path) -> str:
-    from setuptools.config import read_configuration
+    tomlPath = Path(rootDir / "pyproject.toml")
+
+    with tomlPath.open("rb") as f:
+        pyproject = tomli.load(f)
 
-    setupCfg = read_configuration(Path(rootDir / "setup.cfg"))
-    try:
-        return setupCfg["metadata"]["name"]
-    except KeyError:
-        return None
+    fromPEP621 = extractFromPEP621(pyproject)
+    if fromPEP621:
+        return fromPEP621
 
 
 def main():
diff --git a/scripts/rename_package.sh b/scripts/rename_package.sh
index ec9cd2a..77b8fc1 100755
--- a/scripts/rename_package.sh
+++ b/scripts/rename_package.sh
@@ -32,8 +32,8 @@ sed -i "s|$PACKAGE|$1|g" $DIR/../Doxyfile
 # Makefile
 sed -i "s|$PACKAGE|$1|g" $DIR/../Makefile
 
-# setup.cfg
-sed -i "s|$PACKAGE|$1|g" $DIR/../setup.cfg
+# pyproject.toml
+sed -i "s|$PACKAGE|$1|g" $DIR/../pyproject.toml
 
 # docs/Makefile
 sed -i "s|$PACKAGE|$1|g" $DIR/../docs/Makefile
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index d19569f..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,29 +0,0 @@
-[metadata]
-name = adb_shell
-author = Jeff Irion
-author_email = jefflirion@users.noreply.github.com
-description = A Python implementation of ADB with shell and FileSync functionality.
-license = Apache-2.0
-keywords = adb, android
-url = https://github.com/JeffLIrion/adb_shell 
-long_description = file: README.rst
-long_description_content_type = text/x-rst
-classifiers =
-    Operating System :: OS Independent
-    License :: OSI Approved :: Apache Software License
-    Programming Language :: Python :: 3
-    Programming Language :: Python :: 2
-
-[options]
-install_requires = cryptography; pyasn1; rsa
-packages = adb_shell, adb_shell.auth, adb_shell.transport
-
-[options.extras_require]
-usb = libusb1>=1.0.16
-async = aiofiles>=0.4.0
-testing = pycryptodome; libusb1>=1.0.16
-
-[tool.setuptools]
-
-[distutils.bdist_wheel]
-universal = 1